Run
8789981

Run 8789981

Task 9910 (Supervised Classification) Bioresponse Uploaded 14-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1239
mlr.classif.ranger(16)_mtry1367
mlr.classif.ranger(16)_min.node.size113
mlr.classif.ranger(16)_sample.fraction0.483677217597142
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8482
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.782
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5602
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1411.9951
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3264
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7826
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7827
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7827
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6576
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3966
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.796
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1361.4258
UserCPU time millis
6962.52
UserCPU time millis testing
3.259
UserCPU time millis training
6959.261